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miRNA-mRNA 谱分析揭示了 在急性髓系白血病中的预后影响。

miRNA-mRNA Profiling Reveals Prognostic Impact of Expression in Acute Myeloid Leukemia.

机构信息

Bioinformatics Centre, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC)Navi MumbaiIndia.

Cell and Tumor Biology Group, Advanced Centre for Treatment, Research and Education in CancerNavi MumbaiIndia.

出版信息

Oncol Res. 2020 May 29;28(3):321-330. doi: 10.3727/096504020X15816752427321. Epub 2020 Feb 14.

DOI:10.3727/096504020X15816752427321
PMID:32059753
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7851519/
Abstract

Acute myeloid leukemia (AML) with mutation is a disease driving genetic alteration with good prognosis. Although it has been suggested that mutation induces chemosensitivity in leukemic cells, the underlying cause for the better survival of mutated patients is still not clear. Mutant AML has a unique microRNA and their target gene (mRNA) signature compared to wild-type . Dynamic regulation of miRNA-mRNA has been reported to influence the prognostic outcome. In the present study, in silico expression data of miRNA and mRNA in AML patients was retrieved from genome data commons, and differentially expressed miRNA and mRNA among mutated ( = 21) and wild-type ( = 162) cases were identified to establish a dynamic association at the molecular level. In vitro experiments using high-throughput RNA sequencing were performed on human AML cells carrying mutated and wild-type allele. The comparison of in vitro transcriptomics data with in silico miRNA-mRNA expression network data revealed downregulation of . On establishing miRNA-mRNA interactive pairs, it has been observed that hsa-mir-215-5p (logFC: 0.957;  = 0.0189) is involved in the downregulation of (logFC: -0.481;  = 0.0464) in mutated AML. We demonstrated that transient expression of mutation upregulates miR-215-5p, which results in downregulation of . We have also shown using a rescue experiment that neutralizing miR-215-5p reverses the effect of mutation on . Using the leukemic blasts from AML patients, we observed higher expression of miR-215-5p and lower expression of in mutated patients compared to wild-type cases. The overall survival of AML patients was significantly inferior in high expressers compared to low expressers (20.3% vs. 58.5%,  = 0.018). The data suggest that dynamic miR-215- regulation is potentially modulated by mutation, which might serve as an explanation for the better outcome in mutated AML.

摘要

急性髓系白血病(AML)伴 突变是一种预后良好的驱动基因改变的疾病。尽管有研究表明 突变诱导白血病细胞的化疗敏感性,但 突变患者生存更好的根本原因仍不清楚。与野生型相比,突变型 AML 具有独特的 microRNA 和它们的靶基因(mRNA)特征。已经有报道称,miRNA-mRNA 的动态调节会影响预后结果。在本研究中,从基因组数据公共数据库中检索了 AML 患者的 miRNA 和 mRNA 的计算表达数据,并鉴定了 突变( = 21)和野生型( = 162)病例之间差异表达的 miRNA 和 mRNA,以在分子水平上建立动态关联。在携带 突变和野生型等位基因的人 AML 细胞中进行了高通量 RNA 测序的体外实验。体外转录组学数据与计算 miRNA-mRNA 表达网络数据的比较显示,下调。在建立 miRNA-mRNA 相互作用对时,观察到 hsa-mir-215-5p(logFC:0.957; = 0.0189)参与下调 (logFC:-0.481; = 0.0464)在 突变型 AML 中。我们证明 突变的瞬时表达上调了 miR-215-5p,导致下调。我们还通过挽救实验表明,中和 miR-215-5p 逆转了 突变对的影响。使用来自 AML 患者的白血病细胞,我们观察到与野生型病例相比,突变型患者的 miR-215-5p 表达较高,而 表达较低。与低表达者相比,AML 患者的总体生存率在 miR-215-5p 高表达者中显著降低(20.3%对 58.5%, = 0.018)。数据表明,动态 miR-215-调节可能受 突变调节,这可能解释了 突变型 AML 更好的结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/297cdf0af90b/OR-28-321-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/6fd99923ca48/OR-28-321-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/182f1fea97b6/OR-28-321-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/361cd568c87f/OR-28-321-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/babf50a8f801/OR-28-321-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/297cdf0af90b/OR-28-321-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/6fd99923ca48/OR-28-321-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/182f1fea97b6/OR-28-321-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/361cd568c87f/OR-28-321-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/babf50a8f801/OR-28-321-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13e1/7851519/297cdf0af90b/OR-28-321-g005.jpg

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